Overview
Brought to you by YData
Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 20000 |
| Missing cells | 8261 |
| Missing cells (%) | 2.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.4 MiB |
| Average record size in memory | 128.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Text | 3 |
| Categorical | 2 |
| DateTime | 1 |
last_review has 4123 (20.6%) missing values | Missing |
reviews_per_month has 4123 (20.6%) missing values | Missing |
minimum_nights is highly skewed (γ1 = 25.17996962) | Skewed |
id has unique values | Unique |
number_of_reviews has 4123 (20.6%) zeros | Zeros |
availability_365 has 7176 (35.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-23 02:50:40.741828 |
|---|---|
| Analysis finished | 2024-11-23 02:51:05.710282 |
| Duration | 24.97 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
Unique 
| Distinct | 20000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18923801 |
| Minimum | 2539 |
|---|---|
| Maximum | 36485609 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 2539 |
|---|---|
| 5-th percentile | 1193873.9 |
| Q1 | 9393540.5 |
| median | 19521168 |
| Q3 | 29129359 |
| 95-th percentile | 35275607 |
| Maximum | 36485609 |
| Range | 36483070 |
| Interquartile range (IQR) | 19735818 |
Descriptive statistics
| Standard deviation | 11012232 |
|---|---|
| Coefficient of variation (CV) | 0.58192498 |
| Kurtosis | -1.233323 |
| Mean | 18923801 |
| Median Absolute Deviation (MAD) | 9896304 |
| Skewness | -0.075380527 |
| Sum | 3.7847602 × 1011 |
| Variance | 1.2126926 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9138664 | 1 | < 0.1% |
| 13746962 | 1 | < 0.1% |
| 449130 | 1 | < 0.1% |
| 7885044 | 1 | < 0.1% |
| 31315168 | 1 | < 0.1% |
| 16341416 | 1 | < 0.1% |
| 16133101 | 1 | < 0.1% |
| 17922181 | 1 | < 0.1% |
| 28972637 | 1 | < 0.1% |
| 20917712 | 1 | < 0.1% |
| Other values (19990) | 19990 |
| Value | Count | Frequency (%) |
| 2539 | 1 | |
| 3831 | 1 | |
| 5022 | 1 | |
| 5121 | 1 | |
| 5203 | 1 | |
| 5238 | 1 | |
| 5803 | 1 | |
| 6090 | 1 | |
| 6848 | 1 | |
| 7750 | 1 |
| Value | Count | Frequency (%) |
| 36485609 | 1 | |
| 36485057 | 1 | |
| 36480292 | 1 | |
| 36479723 | 1 | |
| 36478343 | 1 | |
| 36472171 | 1 | |
| 36471896 | 1 | |
| 36468880 | 1 | |
| 36458668 | 1 | |
| 36456829 | 1 |
name
Text
| Distinct | 19768 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 7 |
| Missing (%) | < 0.1% |
| Memory size | 156.4 KiB |
Length
| Max length | 179 |
|---|---|
| Median length | 68 |
| Mean length | 36.902466 |
| Min length | 1 |
Unique
| Unique | 19599 ? |
|---|---|
| Unique (%) | 98.0% |
Sample
| 1st row | Private Lg Room 15 min to Manhattan |
|---|---|
| 2nd row | TIME SQUARE CHARMING ONE BED IN HELL'S KITCHEN,NYC |
| 3rd row | Voted #1 Location Quintessential 1BR W Village Apt |
| 4th row | Spacious 1 bedroom apartment 15min from Manhattan |
| 5th row | Big beautiful bedroom in huge Bushwick apartment |
| Value | Count | Frequency (%) |
| in | 6813 | 5.6% |
| room | 4038 | 3.3% |
| 3388 | 2.8% | |
| bedroom | 3145 | 2.6% |
| private | 2935 | 2.4% |
| apartment | 2748 | 2.2% |
| cozy | 2034 | 1.7% |
| apt | 1843 | 1.5% |
| brooklyn | 1666 | 1.4% |
| the | 1620 | 1.3% |
| Other values (7025) | 91941 |
Most occurring characters
| Value | Count | Frequency (%) |
| 102878 | 13.9% | |
| e | 50869 | 6.9% |
| o | 50103 | 6.8% |
| t | 42994 | 5.8% |
| a | 42392 | 5.7% |
| r | 40165 | 5.4% |
| i | 38708 | 5.2% |
| n | 38494 | 5.2% |
| l | 21159 | 2.9% |
| m | 20160 | 2.7% |
| Other values (501) | 289869 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 737791 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 102878 | 13.9% | |
| e | 50869 | 6.9% |
| o | 50103 | 6.8% |
| t | 42994 | 5.8% |
| a | 42392 | 5.7% |
| r | 40165 | 5.4% |
| i | 38708 | 5.2% |
| n | 38494 | 5.2% |
| l | 21159 | 2.9% |
| m | 20160 | 2.7% |
| Other values (501) | 289869 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 737791 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 102878 | 13.9% | |
| e | 50869 | 6.9% |
| o | 50103 | 6.8% |
| t | 42994 | 5.8% |
| a | 42392 | 5.7% |
| r | 40165 | 5.4% |
| i | 38708 | 5.2% |
| n | 38494 | 5.2% |
| l | 21159 | 2.9% |
| m | 20160 | 2.7% |
| Other values (501) | 289869 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 737791 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 102878 | 13.9% | |
| e | 50869 | 6.9% |
| o | 50103 | 6.8% |
| t | 42994 | 5.8% |
| a | 42392 | 5.7% |
| r | 40165 | 5.4% |
| i | 38708 | 5.2% |
| n | 38494 | 5.2% |
| l | 21159 | 2.9% |
| m | 20160 | 2.7% |
| Other values (501) | 289869 |
host_id
Real number (ℝ)
| Distinct | 17027 |
|---|---|
| Distinct (%) | 85.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67460344 |
| Minimum | 2571 |
|---|---|
| Maximum | 2.7427328 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 2571 |
|---|---|
| 5-th percentile | 779450 |
| Q1 | 7853718.2 |
| median | 31114310 |
| Q3 | 1.0684256 × 108 |
| 95-th percentile | 2.4209584 × 108 |
| Maximum | 2.7427328 × 108 |
| Range | 2.7427071 × 108 |
| Interquartile range (IQR) | 98988842 |
Descriptive statistics
| Standard deviation | 78579365 |
|---|---|
| Coefficient of variation (CV) | 1.1648231 |
| Kurtosis | 0.20879863 |
| Mean | 67460344 |
| Median Absolute Deviation (MAD) | 27863860 |
| Skewness | 1.219649 |
| Sum | 1.3492069 × 1012 |
| Variance | 6.1747166 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 219517861 | 131 | 0.7% |
| 107434423 | 89 | 0.4% |
| 30283594 | 53 | 0.3% |
| 12243051 | 37 | 0.2% |
| 16098958 | 36 | 0.2% |
| 137358866 | 36 | 0.2% |
| 61391963 | 34 | 0.2% |
| 22541573 | 32 | 0.2% |
| 200380610 | 27 | 0.1% |
| 26377263 | 24 | 0.1% |
| Other values (17017) | 19501 |
| Value | Count | Frequency (%) |
| 2571 | 1 | < 0.1% |
| 2787 | 3 | |
| 3151 | 1 | < 0.1% |
| 3415 | 1 | < 0.1% |
| 3563 | 1 | < 0.1% |
| 3647 | 2 | |
| 4396 | 1 | < 0.1% |
| 4869 | 1 | < 0.1% |
| 5089 | 1 | < 0.1% |
| 6041 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 274273284 | 1 | |
| 274195458 | 1 | |
| 274103383 | 1 | |
| 274079964 | 1 | |
| 273870123 | 1 | |
| 273841667 | 1 | |
| 273812306 | 1 | |
| 273741577 | 1 | |
| 273656890 | 1 | |
| 273632292 | 1 |
host_name
Text
| Distinct | 6517 |
|---|---|
| Distinct (%) | 32.6% |
| Missing | 8 |
| Missing (%) | < 0.1% |
| Memory size | 156.4 KiB |
Length
| Max length | 35 |
|---|---|
| Median length | 31 |
| Mean length | 6.112445 |
| Min length | 1 |
Unique
| Unique | 4203 ? |
|---|---|
| Unique (%) | 21.0% |
Sample
| 1st row | Iris |
|---|---|
| 2nd row | Johlex |
| 3rd row | John |
| 4th row | Regan |
| 5th row | Megan |
| Value | Count | Frequency (%) |
| 428 | 1.9% | |
| and | 250 | 1.1% |
| david | 185 | 0.8% |
| michael | 183 | 0.8% |
| sonder | 168 | 0.8% |
| john | 148 | 0.7% |
| nyc | 137 | 0.6% |
| alex | 129 | 0.6% |
| laura | 121 | 0.5% |
| maria | 109 | 0.5% |
| Other values (6048) | 20426 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 15469 | 12.7% |
| e | 11787 | 9.6% |
| i | 9892 | 8.1% |
| n | 9892 | 8.1% |
| r | 7360 | 6.0% |
| l | 6239 | 5.1% |
| o | 5194 | 4.3% |
| t | 3817 | 3.1% |
| s | 3737 | 3.1% |
| h | 3686 | 3.0% |
| Other values (130) | 45127 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 122200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 15469 | 12.7% |
| e | 11787 | 9.6% |
| i | 9892 | 8.1% |
| n | 9892 | 8.1% |
| r | 7360 | 6.0% |
| l | 6239 | 5.1% |
| o | 5194 | 4.3% |
| t | 3817 | 3.1% |
| s | 3737 | 3.1% |
| h | 3686 | 3.0% |
| Other values (130) | 45127 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 122200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 15469 | 12.7% |
| e | 11787 | 9.6% |
| i | 9892 | 8.1% |
| n | 9892 | 8.1% |
| r | 7360 | 6.0% |
| l | 6239 | 5.1% |
| o | 5194 | 4.3% |
| t | 3817 | 3.1% |
| s | 3737 | 3.1% |
| h | 3686 | 3.0% |
| Other values (130) | 45127 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 122200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 15469 | 12.7% |
| e | 11787 | 9.6% |
| i | 9892 | 8.1% |
| n | 9892 | 8.1% |
| r | 7360 | 6.0% |
| l | 6239 | 5.1% |
| o | 5194 | 4.3% |
| t | 3817 | 3.1% |
| s | 3737 | 3.1% |
| h | 3686 | 3.0% |
| Other values (130) | 45127 |
neighbourhood_group
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| Manhattan | |
|---|---|
| Brooklyn | |
| Queens | |
| Bronx | 441 |
| Staten Island | 165 |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 8.1783 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Queens |
|---|---|
| 2nd row | Manhattan |
| 3rd row | Manhattan |
| 4th row | Queens |
| 5th row | Brooklyn |
Common Values
| Value | Count | Frequency (%) |
| Manhattan | 8774 | |
| Brooklyn | 8265 | |
| Queens | 2355 | 11.8% |
| Bronx | 441 | 2.2% |
| Staten Island | 165 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| manhattan | 8774 | |
| brooklyn | 8265 | |
| queens | 2355 | 11.7% |
| bronx | 441 | 2.2% |
| staten | 165 | 0.8% |
| island | 165 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 28939 | |
| a | 26652 | |
| t | 17878 | |
| o | 16971 | |
| M | 8774 | 5.4% |
| h | 8774 | 5.4% |
| B | 8706 | 5.3% |
| r | 8706 | 5.3% |
| l | 8430 | 5.2% |
| y | 8265 | 5.1% |
| Other values (10) | 21471 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 163566 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 28939 | |
| a | 26652 | |
| t | 17878 | |
| o | 16971 | |
| M | 8774 | 5.4% |
| h | 8774 | 5.4% |
| B | 8706 | 5.3% |
| r | 8706 | 5.3% |
| l | 8430 | 5.2% |
| y | 8265 | 5.1% |
| Other values (10) | 21471 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 163566 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 28939 | |
| a | 26652 | |
| t | 17878 | |
| o | 16971 | |
| M | 8774 | 5.4% |
| h | 8774 | 5.4% |
| B | 8706 | 5.3% |
| r | 8706 | 5.3% |
| l | 8430 | 5.2% |
| y | 8265 | 5.1% |
| Other values (10) | 21471 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 163566 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 28939 | |
| a | 26652 | |
| t | 17878 | |
| o | 16971 | |
| M | 8774 | 5.4% |
| h | 8774 | 5.4% |
| B | 8706 | 5.3% |
| r | 8706 | 5.3% |
| l | 8430 | 5.2% |
| y | 8265 | 5.1% |
| Other values (10) | 21471 |
neighbourhood
Text
| Distinct | 217 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
Length
| Max length | 26 |
|---|---|
| Median length | 17 |
| Mean length | 11.8819 |
| Min length | 4 |
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Sunnyside |
|---|---|
| 2nd row | Hell's Kitchen |
| 3rd row | West Village |
| 4th row | Astoria |
| 5th row | Bushwick |
| Value | Count | Frequency (%) |
| east | 2690 | 8.3% |
| side | 1872 | 5.8% |
| williamsburg | 1580 | 4.9% |
| harlem | 1579 | 4.9% |
| upper | 1504 | 4.7% |
| bedford-stuyvesant | 1503 | 4.6% |
| heights | 1462 | 4.5% |
| village | 1301 | 4.0% |
| west | 1142 | 3.5% |
| bushwick | 987 | 3.1% |
| Other values (229) | 16713 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 21824 | 9.2% |
| i | 17188 | 7.2% |
| s | 16285 | 6.9% |
| t | 15839 | 6.7% |
| a | 15504 | 6.5% |
| l | 14091 | 5.9% |
| r | 13837 | 5.8% |
| 12333 | 5.2% | |
| n | 10687 | 4.5% |
| o | 9832 | 4.1% |
| Other values (44) | 90218 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 237638 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 21824 | 9.2% |
| i | 17188 | 7.2% |
| s | 16285 | 6.9% |
| t | 15839 | 6.7% |
| a | 15504 | 6.5% |
| l | 14091 | 5.9% |
| r | 13837 | 5.8% |
| 12333 | 5.2% | |
| n | 10687 | 4.5% |
| o | 9832 | 4.1% |
| Other values (44) | 90218 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 237638 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 21824 | 9.2% |
| i | 17188 | 7.2% |
| s | 16285 | 6.9% |
| t | 15839 | 6.7% |
| a | 15504 | 6.5% |
| l | 14091 | 5.9% |
| r | 13837 | 5.8% |
| 12333 | 5.2% | |
| n | 10687 | 4.5% |
| o | 9832 | 4.1% |
| Other values (44) | 90218 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 237638 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 21824 | 9.2% |
| i | 17188 | 7.2% |
| s | 16285 | 6.9% |
| t | 15839 | 6.7% |
| a | 15504 | 6.5% |
| l | 14091 | 5.9% |
| r | 13837 | 5.8% |
| 12333 | 5.2% | |
| n | 10687 | 4.5% |
| o | 9832 | 4.1% |
| Other values (44) | 90218 |
latitude
Real number (ℝ)
| Distinct | 12439 |
|---|---|
| Distinct (%) | 62.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.728455 |
| Minimum | 40.50873 |
|---|---|
| Maximum | 40.91306 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 40.50873 |
|---|---|
| 5-th percentile | 40.64513 |
| Q1 | 40.68942 |
| median | 40.72273 |
| Q3 | 40.76299 |
| 95-th percentile | 40.825653 |
| Maximum | 40.91306 |
| Range | 0.40433 |
| Interquartile range (IQR) | 0.07357 |
Descriptive statistics
| Standard deviation | 0.054755077 |
|---|---|
| Coefficient of variation (CV) | 0.0013443937 |
| Kurtosis | 0.10856551 |
| Mean | 40.728455 |
| Median Absolute Deviation (MAD) | 0.03658 |
| Skewness | 0.23016938 |
| Sum | 814569.1 |
| Variance | 0.0029981185 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40.71813 | 8 | < 0.1% |
| 40.69414 | 8 | < 0.1% |
| 40.68634 | 8 | < 0.1% |
| 40.72232 | 8 | < 0.1% |
| 40.68683 | 7 | < 0.1% |
| 40.71801 | 7 | < 0.1% |
| 40.68084 | 7 | < 0.1% |
| 40.70587 | 7 | < 0.1% |
| 40.72607 | 7 | < 0.1% |
| 40.6898 | 6 | < 0.1% |
| Other values (12429) | 19927 |
| Value | Count | Frequency (%) |
| 40.50873 | 1 | |
| 40.52293 | 1 | |
| 40.53076 | 1 | |
| 40.53871 | 1 | |
| 40.53884 | 1 | |
| 40.53939 | 1 | |
| 40.54106 | 1 | |
| 40.54312 | 1 | |
| 40.5455 | 1 | |
| 40.54857 | 1 |
| Value | Count | Frequency (%) |
| 40.91306 | 1 | |
| 40.90527 | 1 | |
| 40.90391 | 1 | |
| 40.90356 | 1 | |
| 40.90329 | 1 | |
| 40.90281 | 1 | |
| 40.9026 | 1 | |
| 40.89981 | 1 | |
| 40.89811 | 1 | |
| 40.89756 | 1 |
longitude
Real number (ℝ)
| Distinct | 10181 |
|---|---|
| Distinct (%) | 50.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -73.952125 |
| Minimum | -74.23914 |
|---|---|
| Maximum | -73.71795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 20000 |
| Negative (%) | 100.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | -74.23914 |
|---|---|
| 5-th percentile | -74.004181 |
| Q1 | -73.98303 |
| median | -73.95564 |
| Q3 | -73.93638 |
| 95-th percentile | -73.864896 |
| Maximum | -73.71795 |
| Range | 0.52119 |
| Interquartile range (IQR) | 0.04665 |
Descriptive statistics
| Standard deviation | 0.046558783 |
|---|---|
| Coefficient of variation (CV) | -0.00062958006 |
| Kurtosis | 4.9382429 |
| Mean | -73.952125 |
| Median Absolute Deviation (MAD) | 0.024895 |
| Skewness | 1.2551004 |
| Sum | -1479042.5 |
| Variance | 0.0021677203 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -73.98589 | 10 | 0.1% |
| -73.95742 | 9 | < 0.1% |
| -73.94829 | 9 | < 0.1% |
| -73.95121 | 9 | < 0.1% |
| -73.95427 | 9 | < 0.1% |
| -73.95725 | 9 | < 0.1% |
| -73.98043 | 9 | < 0.1% |
| -73.95677 | 8 | < 0.1% |
| -73.98874 | 8 | < 0.1% |
| -73.98985 | 8 | < 0.1% |
| Other values (10171) | 19912 |
| Value | Count | Frequency (%) |
| -74.23914 | 1 | |
| -74.21238 | 1 | |
| -74.20295 | 1 | |
| -74.19826 | 1 | |
| -74.19626 | 1 | |
| -74.18259 | 1 | |
| -74.17628 | 1 | |
| -74.17388 | 1 | |
| -74.17117 | 1 | |
| -74.17065 | 1 |
| Value | Count | Frequency (%) |
| -73.71795 | 1 | |
| -73.71829 | 1 | |
| -73.72582 | 1 | |
| -73.72716 | 1 | |
| -73.72731 | 1 | |
| -73.7274 | 1 | |
| -73.72778 | 1 | |
| -73.72817 | 1 | |
| -73.72901 | 1 | |
| -73.72928 | 1 |
room_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| Entire home/apt | |
|---|---|
| Private room | |
| Shared room | 444 |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 13.5354 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Private room |
|---|---|
| 2nd row | Entire home/apt |
| 3rd row | Entire home/apt |
| 4th row | Entire home/apt |
| 5th row | Private room |
Common Values
| Value | Count | Frequency (%) |
| Entire home/apt | 10384 | |
| Private room | 9172 | |
| Shared room | 444 | 2.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| entire | 10384 | |
| home/apt | 10384 | |
| room | 9616 | |
| private | 9172 | |
| shared | 444 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 30384 | |
| t | 29940 | |
| o | 29616 | |
| r | 29616 | |
| a | 20000 | 7.4% |
| 20000 | 7.4% | |
| m | 20000 | 7.4% |
| i | 19556 | 7.2% |
| h | 10828 | 4.0% |
| p | 10384 | 3.8% |
| Other values (7) | 50384 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 270708 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 30384 | |
| t | 29940 | |
| o | 29616 | |
| r | 29616 | |
| a | 20000 | 7.4% |
| 20000 | 7.4% | |
| m | 20000 | 7.4% |
| i | 19556 | 7.2% |
| h | 10828 | 4.0% |
| p | 10384 | 3.8% |
| Other values (7) | 50384 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 270708 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 30384 | |
| t | 29940 | |
| o | 29616 | |
| r | 29616 | |
| a | 20000 | 7.4% |
| 20000 | 7.4% | |
| m | 20000 | 7.4% |
| i | 19556 | 7.2% |
| h | 10828 | 4.0% |
| p | 10384 | 3.8% |
| Other values (7) | 50384 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 270708 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 30384 | |
| t | 29940 | |
| o | 29616 | |
| r | 29616 | |
| a | 20000 | 7.4% |
| 20000 | 7.4% | |
| m | 20000 | 7.4% |
| i | 19556 | 7.2% |
| h | 10828 | 4.0% |
| p | 10384 | 3.8% |
| Other values (7) | 50384 |
price
Real number (ℝ)
| Distinct | 544 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 153.26905 |
| Minimum | 0 |
|---|---|
| Maximum | 10000 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 69 |
| median | 105 |
| Q3 | 175 |
| 95-th percentile | 350 |
| Maximum | 10000 |
| Range | 10000 |
| Interquartile range (IQR) | 106 |
Descriptive statistics
| Standard deviation | 243.32561 |
|---|---|
| Coefficient of variation (CV) | 1.5875717 |
| Kurtosis | 538.29758 |
| Mean | 153.26905 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | 18.30469 |
| Sum | 3065381 |
| Variance | 59207.352 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 856 | 4.3% |
| 150 | 821 | 4.1% |
| 50 | 636 | 3.2% |
| 200 | 590 | 2.9% |
| 75 | 570 | 2.9% |
| 60 | 555 | 2.8% |
| 80 | 531 | 2.7% |
| 70 | 482 | 2.4% |
| 65 | 471 | 2.4% |
| 120 | 471 | 2.4% |
| Other values (534) | 14017 |
| Value | Count | Frequency (%) |
| 0 | 5 | < 0.1% |
| 10 | 6 | |
| 11 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 3 | < 0.1% |
| 18 | 1 | < 0.1% |
| 19 | 3 | < 0.1% |
| 20 | 13 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 9999 | 1 | |
| 8500 | 1 | |
| 7703 | 1 | |
| 7500 | 1 | |
| 6500 | 2 | |
| 5250 | 1 | |
| 5100 | 1 | |
| 5000 | 1 | |
| 4500 | 2 |
minimum_nights
Real number (ℝ)
Skewed 
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9921 |
| Minimum | 1 |
|---|---|
| Maximum | 1250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 30 |
| Maximum | 1250 |
| Range | 1249 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 21.645449 |
|---|---|
| Coefficient of variation (CV) | 3.0957007 |
| Kurtosis | 1072.1676 |
| Mean | 6.9921 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 25.17997 |
| Sum | 139842 |
| Variance | 468.52546 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5248 | |
| 2 | 4796 | |
| 3 | 3309 | |
| 30 | 1540 | 7.7% |
| 4 | 1328 | 6.6% |
| 5 | 1208 | 6.0% |
| 7 | 855 | 4.3% |
| 6 | 307 | 1.5% |
| 14 | 217 | 1.1% |
| 10 | 183 | 0.9% |
| Other values (65) | 1009 | 5.0% |
| Value | Count | Frequency (%) |
| 1 | 5248 | |
| 2 | 4796 | |
| 3 | 3309 | |
| 4 | 1328 | 6.6% |
| 5 | 1208 | 6.0% |
| 6 | 307 | 1.5% |
| 7 | 855 | 4.3% |
| 8 | 52 | 0.3% |
| 9 | 34 | 0.2% |
| 10 | 183 | 0.9% |
| Value | Count | Frequency (%) |
| 1250 | 1 | < 0.1% |
| 999 | 2 | < 0.1% |
| 480 | 1 | < 0.1% |
| 400 | 1 | < 0.1% |
| 370 | 1 | < 0.1% |
| 365 | 14 | |
| 364 | 1 | < 0.1% |
| 300 | 1 | < 0.1% |
| 299 | 1 | < 0.1% |
| 240 | 2 | < 0.1% |
number_of_reviews
Real number (ℝ)
Zeros 
| Distinct | 323 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.2741 |
| Minimum | 0 |
|---|---|
| Maximum | 607 |
| Zeros | 4123 |
| Zeros (%) | 20.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 23 |
| 95-th percentile | 114 |
| Maximum | 607 |
| Range | 607 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 44.927793 |
|---|---|
| Coefficient of variation (CV) | 1.9303772 |
| Kurtosis | 20.229807 |
| Mean | 23.2741 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 3.7613755 |
| Sum | 465482 |
| Variance | 2018.5066 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4123 | |
| 1 | 2131 | 10.7% |
| 2 | 1394 | 7.0% |
| 3 | 1033 | 5.2% |
| 4 | 827 | 4.1% |
| 5 | 631 | 3.2% |
| 6 | 560 | 2.8% |
| 7 | 513 | 2.6% |
| 8 | 469 | 2.3% |
| 9 | 400 | 2.0% |
| Other values (313) | 7919 |
| Value | Count | Frequency (%) |
| 0 | 4123 | |
| 1 | 2131 | |
| 2 | 1394 | 7.0% |
| 3 | 1033 | 5.2% |
| 4 | 827 | 4.1% |
| 5 | 631 | 3.2% |
| 6 | 560 | 2.8% |
| 7 | 513 | 2.6% |
| 8 | 469 | 2.3% |
| 9 | 400 | 2.0% |
| Value | Count | Frequency (%) |
| 607 | 1 | |
| 594 | 1 | |
| 510 | 1 | |
| 488 | 1 | |
| 474 | 1 | |
| 467 | 1 | |
| 466 | 1 | |
| 459 | 1 | |
| 448 | 1 | |
| 447 | 1 |
last_review
Date
Missing 
| Distinct | 1507 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 4123 |
| Missing (%) | 20.6% |
| Memory size | 156.4 KiB |
| Minimum | 2011-05-12 00:00:00 |
|---|---|
| Maximum | 2019-07-08 00:00:00 |
reviews_per_month
Real number (ℝ)
Missing 
| Distinct | 790 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 4123 |
| Missing (%) | 20.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.377446 |
| Minimum | 0.01 |
|---|---|
| Maximum | 27.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.04 |
| Q1 | 0.19 |
| median | 0.72 |
| Q3 | 2.01 |
| 95-th percentile | 4.67 |
| Maximum | 27.95 |
| Range | 27.94 |
| Interquartile range (IQR) | 1.82 |
Descriptive statistics
| Standard deviation | 1.6830056 |
|---|---|
| Coefficient of variation (CV) | 1.2218306 |
| Kurtosis | 11.9517 |
| Mean | 1.377446 |
| Median Absolute Deviation (MAD) | 0.62 |
| Skewness | 2.4357993 |
| Sum | 21869.71 |
| Variance | 2.8325079 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 378 | 1.9% |
| 0.02 | 378 | 1.9% |
| 0.05 | 352 | 1.8% |
| 0.03 | 334 | 1.7% |
| 0.04 | 274 | 1.4% |
| 0.08 | 263 | 1.3% |
| 0.16 | 255 | 1.3% |
| 0.09 | 246 | 1.2% |
| 0.06 | 234 | 1.2% |
| 0.11 | 222 | 1.1% |
| Other values (780) | 12941 | |
| (Missing) | 4123 | 20.6% |
| Value | Count | Frequency (%) |
| 0.01 | 18 | 0.1% |
| 0.02 | 378 | |
| 0.03 | 334 | |
| 0.04 | 274 | |
| 0.05 | 352 | |
| 0.06 | 234 | |
| 0.07 | 172 | |
| 0.08 | 263 | |
| 0.09 | 246 | |
| 0.1 | 198 |
| Value | Count | Frequency (%) |
| 27.95 | 1 | |
| 20.94 | 1 | |
| 19.75 | 1 | |
| 17.82 | 1 | |
| 16.22 | 1 | |
| 14 | 1 | |
| 13.45 | 1 | |
| 13.42 | 1 | |
| 13.24 | 1 | |
| 13.15 | 1 |
calculated_host_listings_count
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.95545 |
| Minimum | 1 |
|---|---|
| Maximum | 327 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 14 |
| Maximum | 327 |
| Range | 326 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 32.433831 |
|---|---|
| Coefficient of variation (CV) | 4.6630815 |
| Kurtosis | 70.365352 |
| Mean | 6.95545 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.0961239 |
| Sum | 139109 |
| Variance | 1051.9534 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 13290 | |
| 2 | 2688 | 13.4% |
| 3 | 1174 | 5.9% |
| 4 | 570 | 2.9% |
| 5 | 361 | 1.8% |
| 6 | 226 | 1.1% |
| 8 | 168 | 0.8% |
| 7 | 166 | 0.8% |
| 327 | 131 | 0.7% |
| 9 | 103 | 0.5% |
| Other values (37) | 1123 | 5.6% |
| Value | Count | Frequency (%) |
| 1 | 13290 | |
| 2 | 2688 | 13.4% |
| 3 | 1174 | 5.9% |
| 4 | 570 | 2.9% |
| 5 | 361 | 1.8% |
| 6 | 226 | 1.1% |
| 7 | 166 | 0.8% |
| 8 | 168 | 0.8% |
| 9 | 103 | 0.5% |
| 10 | 70 | 0.4% |
| Value | Count | Frequency (%) |
| 327 | 131 | |
| 232 | 89 | |
| 121 | 53 | |
| 103 | 36 | 0.2% |
| 96 | 73 | |
| 91 | 34 | 0.2% |
| 87 | 32 | 0.2% |
| 65 | 27 | 0.1% |
| 52 | 41 | 0.2% |
| 50 | 16 | 0.1% |
availability_365
Real number (ℝ)
Zeros 
| Distinct | 366 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 112.9012 |
| Minimum | 0 |
|---|---|
| Maximum | 365 |
| Zeros | 7176 |
| Zeros (%) | 35.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 44 |
| Q3 | 229 |
| 95-th percentile | 359 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range (IQR) | 229 |
Descriptive statistics
| Standard deviation | 131.76223 |
|---|---|
| Coefficient of variation (CV) | 1.1670578 |
| Kurtosis | -1.0070922 |
| Mean | 112.9012 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | 0.75940929 |
| Sum | 2258024 |
| Variance | 17361.284 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7176 | |
| 365 | 510 | 2.5% |
| 364 | 225 | 1.1% |
| 1 | 181 | 0.9% |
| 5 | 136 | 0.7% |
| 89 | 124 | 0.6% |
| 179 | 121 | 0.6% |
| 2 | 119 | 0.6% |
| 3 | 118 | 0.6% |
| 6 | 110 | 0.5% |
| Other values (356) | 11180 |
| Value | Count | Frequency (%) |
| 0 | 7176 | |
| 1 | 181 | 0.9% |
| 2 | 119 | 0.6% |
| 3 | 118 | 0.6% |
| 4 | 110 | 0.5% |
| 5 | 136 | 0.7% |
| 6 | 110 | 0.5% |
| 7 | 98 | 0.5% |
| 8 | 85 | 0.4% |
| 9 | 85 | 0.4% |
| Value | Count | Frequency (%) |
| 365 | 510 | |
| 364 | 225 | |
| 363 | 98 | 0.5% |
| 362 | 69 | 0.3% |
| 361 | 48 | 0.2% |
| 360 | 34 | 0.2% |
| 359 | 52 | 0.3% |
| 358 | 62 | 0.3% |
| 357 | 37 | 0.2% |
| 356 | 28 | 0.1% |
Interactions
Missing values
Sample
| id | name | host_id | host_name | neighbourhood_group | neighbourhood | latitude | longitude | room_type | price | minimum_nights | number_of_reviews | last_review | reviews_per_month | calculated_host_listings_count | availability_365 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 9138664 | Private Lg Room 15 min to Manhattan | 47594947 | Iris | Queens | Sunnyside | 40.74271 | -73.92493 | Private room | 74 | 2 | 6 | 2019-05-26 | 0.13 | 1 | 5 |
| 1 | 31444015 | TIME SQUARE CHARMING ONE BED IN HELL'S KITCHEN,NYC | 8523790 | Johlex | Manhattan | Hell's Kitchen | 40.76682 | -73.98878 | Entire home/apt | 170 | 3 | 0 | NaN | NaN | 1 | 188 |
| 2 | 8741020 | Voted #1 Location Quintessential 1BR W Village Apt | 45854238 | John | Manhattan | West Village | 40.73631 | -74.00611 | Entire home/apt | 245 | 3 | 51 | 2018-09-19 | 1.12 | 1 | 0 |
| 3 | 34602077 | Spacious 1 bedroom apartment 15min from Manhattan | 261055465 | Regan | Queens | Astoria | 40.76424 | -73.92351 | Entire home/apt | 125 | 3 | 1 | 2019-05-24 | 0.65 | 1 | 13 |
| 4 | 23203149 | Big beautiful bedroom in huge Bushwick apartment | 143460 | Megan | Brooklyn | Bushwick | 40.69839 | -73.92044 | Private room | 65 | 2 | 8 | 2019-06-23 | 0.52 | 2 | 8 |
| 5 | 4402805 | LRG 2br BKLYN APT CLOSE TO TRAINS AND PARK | 22807362 | Jenny | Brooklyn | Prospect-Lefferts Gardens | 40.66025 | -73.96270 | Entire home/apt | 120 | 3 | 3 | 2018-08-28 | 0.05 | 1 | 16 |
| 6 | 30070126 | ✩Prime Renovated 1/1 Apartment in Upper East Side✩ | 4968673 | Sean | Manhattan | Upper East Side | 40.76831 | -73.95929 | Entire home/apt | 200 | 5 | 2 | 2019-05-26 | 0.68 | 1 | 71 |
| 7 | 34231172 | Fully renovated brick house floor in Brooklyn | 59642348 | Kevin | Brooklyn | Sunset Park | 40.64550 | -74.01262 | Entire home/apt | 95 | 1 | 9 | 2019-07-08 | 9.00 | 1 | 106 |
| 8 | 5856760 | Renovated 1BR in exciting, convenient area | 29408349 | Chad | Manhattan | Chinatown | 40.71490 | -73.99976 | Entire home/apt | 179 | 5 | 7 | 2017-04-18 | 0.14 | 1 | 0 |
| 9 | 7929441 | Beautiful Loft w/ Waterfront View! | 1453898 | Anthony | Brooklyn | Williamsburg | 40.71268 | -73.96676 | Private room | 105 | 2 | 232 | 2019-06-19 | 5.00 | 3 | 64 |
| id | name | host_id | host_name | neighbourhood_group | neighbourhood | latitude | longitude | room_type | price | minimum_nights | number_of_reviews | last_review | reviews_per_month | calculated_host_listings_count | availability_365 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 19990 | 5192459 | Quiet Room in 4BR UWS Brownstone | 10677483 | Greg | Manhattan | Upper West Side | 40.80173 | -73.96625 | Private room | 70 | 1 | 0 | NaN | NaN | 1 | 0 |
| 19991 | 1327940 | Huge Gorgeous Park View Apartment! | 3290436 | Hadar | Brooklyn | Flatbush | 40.65335 | -73.96257 | Entire home/apt | 120 | 3 | 13 | 2016-08-27 | 0.28 | 2 | 327 |
| 19992 | 23612681 | Shared Room 1 Stop from Manhattan on the F Train | 55724558 | Taylor | Queens | Long Island City | 40.76006 | -73.94080 | Private room | 55 | 4 | 2 | 2019-06-01 | 0.65 | 5 | 89 |
| 19993 | 34485745 | Midtown Manhattan Stunner - Private room | 261632622 | Royalton | Manhattan | Theater District | 40.75491 | -73.98507 | Private room | 100 | 1 | 3 | 2019-06-16 | 3.00 | 9 | 318 |
| 19994 | 25616250 | Stylish, spacious, private 1BR apt in Ditmas Park | 125396920 | Adam | Brooklyn | Flatbush | 40.64314 | -73.95705 | Entire home/apt | 75 | 3 | 10 | 2019-01-03 | 0.84 | 1 | 0 |
| 19995 | 7094539 | Tranquil haven in bubbly Brooklyn | 2052211 | Adriana | Brooklyn | Windsor Terrace | 40.65360 | -73.97546 | Entire home/apt | 143 | 14 | 2 | 2016-08-27 | 0.04 | 1 | 10 |
| 19996 | 4424261 | Large 1 BR with backyard on UWS | 3447311 | Sarah | Manhattan | Upper West Side | 40.80188 | -73.96808 | Entire home/apt | 200 | 2 | 22 | 2019-05-21 | 0.50 | 1 | 0 |
| 19997 | 4545882 | Amazing studio/Loft with a backyard | 23569951 | Kaveh | Manhattan | Upper East Side | 40.78110 | -73.94567 | Entire home/apt | 220 | 3 | 28 | 2019-05-23 | 0.50 | 1 | 293 |
| 19998 | 26518547 | U2 comfortable double bed sleeps 2 guests | 295128 | Carol Gloria | Bronx | Clason Point | 40.81225 | -73.85502 | Private room | 80 | 1 | 4 | 2019-07-01 | 1.48 | 7 | 365 |
| 19999 | 33631782 | Private Bedroom in Williamsburg Apt! | 8569221 | Andi | Brooklyn | Williamsburg | 40.71829 | -73.95819 | Private room | 109 | 3 | 3 | 2019-04-28 | 1.07 | 2 | 97 |